Coactive Content Discovery

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What Coactive Content Discovery is

Coactive Content Discovery searches image, video, and spoken-dialogue libraries with natural-language queries. Agentic Discovery can route a query across visual scenes, dialogue, environmental audio, recognized faces, and structured metadata. Users can enter text, upload an image, or combine both; reference images can surface similar content, related scenes, or near-duplicates. Transcript search supports both meaning-based queries and exact phrase matching, while audio search can find sounds such as music or crowd reactions independently of visuals. Searchers can exclude unwanted content and keep those constraints in place during follow-up queries and drill-downs. Results can be narrowed to ranked shots within a video, displayed with timestamps. The platform processes material during ingestion, making visual, transcript, and metadata signals searchable without reprocessing. Its REST API includes reverse image search, transcript search, person-identity filtering, and video shot drill-down. The product is built for teams with large image and video libraries and is available via web and API. Pricing is on request.

Who it suits

Coactive Content Discovery suits teams working with large image and video libraries, including content operations, data science, editorial, product, and engineering teams. It may be useful when teams need to search across visual, transcript, audio, and metadata signals.

What it does well

Searches visual, transcript, audio, and metadata signals.
Accepts text and image prompts.
Supports exact-phrase and semantic transcript searches.
Video results can be narrowed to timestamped shots.
REST API exposes multiple search functions.

What to know first

Pricing is available on request.
The product is built for teams with large media libraries.

Getting started

Open the Coactive Content Discovery product page.
Contact Coactive through the Get a Demo path to discuss access and pricing.
Choose web access or an API integration for your workflow.
Review Coactive's API and SDK guides if building an integration.
Configure organization-level SSO with SAML 2.0 or OpenID Connect if needed.

Verdict

Coactive Content Discovery brings several search modes together for large media libraries, with both web and API access. Pricing is on request.

Questions

How much does Coactive Content Discovery cost?

Pricing is on request.

Which platforms does it support?

The listed platforms are web and API.

What can its search cover?

Queries can route across visual scenes, spoken dialogue, environmental audio, recognized faces, and structured metadata. Users can also search transcripts, use reference images, and refine video results to timestamped shots.

Does it offer an API?

Yes. The REST API includes text-to-image and text-to-keyframe search, reverse image search, transcript search, person-identity filtering, and video search with shot drill-down.

What single sign-on options are documented?

Organization-level SSO uses SAML 2.0 or OpenID Connect, with providers including Okta, Microsoft Entra ID, and Google Workspace.

Which integrations does Coactive name?

Coactive names AWS, Databricks, and Microsoft as technology partners. Its APIs can support third-party integrations such as Mimir and Adobe Premiere.

Facts from Coactive Content Discovery's own pages

Agentic search: Agentic Discovery routes a query across visual scenes, spoken dialogue, environmental audio, recognized faces, and structured metadata. · coactive.ai, 5 Oct 2026
API: A REST API exposes semantic text-to-image and text-to-keyframe search, reverse image search, transcript search, person-identity filtering, and video search with shot drill-down. · coactive.ai, 5 Oct 2026
Audience: Content Discovery is built for teams working with large image and video libraries. · coactive.ai, 4 Oct 2026
Audio search: Audio search can find environmental sounds, crowd reactions, music, and other non-speech audio independently of visual content. · coactive.ai, 5 Oct 2026
Founded: 2021 · coactive.ai, 28 Sept 2026
Headquarters: Coactive lists San Jose as its headquarters. · coactive.ai, 4 Oct 2026
Image search: Users can upload a reference image to find visually similar content, related scenes, or near-duplicate assets. · coactive.ai, 4 Oct 2026
Indexing: The platform processes content once during ingestion and searches visual, transcript, and metadata signals without reprocessing. · coactive.ai, 5 Oct 2026
Ingestion: The platform processes content once during ingestion and makes it searchable across visual, transcript, and metadata signals without reprocessing. · coactive.ai, 4 Oct 2026
Integration: Mimir integrates Coactive conversational search into newsroom video workflows and lets editors generate editing timelines from selected moments. · coactive.ai, 4 Oct 2026
Integrations: Coactive names AWS, Databricks, and Microsoft as technology partners, and says its APIs can support integrations with third-party tools such as Mimir and Adobe Premiere. · coactive.ai, 5 Oct 2026
Intended users: Coactive describes the platform as built for teams working with large image and video libraries, including content operations, data science, editorial, product, and engineering teams. · coactive.ai, 5 Oct 2026
Negative search: Users can specify content to exclude, and the page says those constraints persist across follow-up queries and drill-downs. · coactive.ai, 4 Oct 2026
Product: Content Discovery searches images, video, and spoken dialogue using natural-language queries. · coactive.ai, 4 Oct 2026
Purpose: Content Discovery searches image, video, and spoken dialogue libraries using natural-language queries. · coactive.ai, 5 Oct 2026
Refine results: Users can exclude content with negative search constraints and preserve those constraints across follow-up queries and drill-downs. · coactive.ai, 5 Oct 2026
Search API: The REST API includes semantic text-to-image and text-to-keyframe search, reverse image search, transcript search, person-identity filtering, and video search with shot drill-down. · coactive.ai, 4 Oct 2026
Search inputs: Users can search with natural-language prompts, image prompts, or both together. · coactive.ai, 5 Oct 2026
Search signals: Agentic Discovery can search visual scenes, spoken dialogue, environmental audio, recognized faces, and structured metadata in one query. · coactive.ai, 4 Oct 2026
Security: Coactive says it uses a security-by-design approach and has implemented security and regulatory controls such as SOC 2. · coactive.ai, 5 Oct 2026
Security approach: Coactive describes its approach as security by design and says it works with customers to help them comply with privacy laws. · coactive.ai, 4 Oct 2026
Single sign-on: Coactive documents organization-level SSO using SAML 2.0 or OpenID Connect, including providers such as Okta, Microsoft Entra ID, and Google Workspace. · docs.coactive.ai, 5 Oct 2026
Support: Coactive offers product demonstrations, documentation for its APIs and SDKs, and a support contact route. · coactive.ai, 5 Oct 2026
Transcript search: Transcript search supports semantic searches for concepts and exact phrase matching. · coactive.ai, 5 Oct 2026

Where Coactive Content Discovery stands on Freedom251

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